David W. Scott

Clarifies modern data analysis through nonparametric density estimation for a complete working knowledge of the theory and methods Featuring a thoroughly revised presentation, Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition maintains an intuitive approach to the underlying methodology and supporting theory of density estimation. Including new material and updated research in each chapter, the Second Edition presents additional clarification of theoretical opportunities, new algorithms, and up-to-date coverage of the unique challenges presented in the field of data analysis. The new edition focuses on the various density estimation techniques and methods that can be used in the field of big data. Defining optimal nonparametric estimators, the Second Edition demonstrates the density estimation tools to use when dealing with various multivariate structures in univariate, bivariate, trivariate, and quadrivariate data analysis. Continuing to illustrate the major concepts in the context of the classical histogram, Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition also features: Over 150 updated figures to clarify theoretical results and to show analyses of real data sets An updated presentation of graphic visualization using computer software such as R A clear discussion of selections of important research during the past decade, including mixture estimation, robust parametric modeling algorithms, and clustering More than 130 problems to help readers reinforce the main concepts and ideas presented Boxed theorems and results allowing easy identification of crucial ideas Figures in color in the digital versions of the book A website with related data sets Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition is an ideal reference for theoretical and applied statisticians, practicing engineers, as well as readers interested in the theoretical aspects of nonparametric estimation and the application of these methods to multivariate data. The Second Edition is also useful as a textbook for introductory courses in kernel statistics, smoothing, advanced computational statistics, and general forms of statistical distributions.

Theory, Practice, and Visualization

Multivariate Density Estimation

Casely B. Essamuah

Daryl R. Ireland

Grace Y. May

Can something as simple as friendship have a transformative impact in a divided world? Through a series of richly textured historical portraits and reflections on personal experience, this book shows that boundary-crossing friendships in Christian mission have shaped theologies, built organizations and partnerships, facilitated mission work, and changed attitudes and ways of thinking. This is true in settings as varied as eighteenth-century French women's work, twentieth-century urban Boston, colonial India, the Jim Crow South, and twentieth-century rural Congo. In all these settings and more, friendship has mattered. Boundary-crossing friendships are, however, not easy. Despite their power, such friendships are complicated by race, gender, ability, class, nationality, and other elements of identity, as this book also demonstrates. Friendships are not immune from the divisions in the world, nor a simple cure-all for them. Still, friendship stands as a powerful testimony to the gospel. Therefore, the book calls for more attention to friendship in the study of mission history and more living out of friendship as a practice of mission. In this way, this book pays honor to Dr. Dana L. Robert as a pre-eminent mission scholar and exemplary friend and mentor to others in the fields of missiology and world Christianity.

How God Uses Boundary-Crossing Friendships to Transform the World

Unlikely Friends

Geert Molenberghs

David L. Banks

Xihong Lin

Christian Genest

Jane-Ling Wang

Past, Present, and Future of Statistical Science was commissioned in 2013 by the Committee of Presidents of Statistical Societies (COPSS) to celebrate its 50th anniversary and the International Year of Statistics. COPSS consists of five charter member statistical societies in North America and is best known for sponsoring prestigious awards in stat

Past, Present, and Future of Statistical Science

Yun Bo Shi

Yufang Shi

Yonghua Xu

This volume contains papers that were presented and discussed at The 1996 Interna tional Symposium on Programmed Cell Death, which was held in the Shanghai Science Center of the Chinese Academy of Sciences on September 8-12, 1996. Apoptosis has attracted great attention in the past several years. This is reflected in part by the exponential increase in the number of papers published on the subject. While several major scientific conferences have been held in recent years, this meeting repre sents the first major international scientific meeting on programmed cell death held in Asia, where fast economic growth promises a bright future for both basic and applied re search in biomedical sciences. We organized the meeting with the belief that such a gath ering would foster a closer interaction between scientists from the West and those in Asia. Research on programmed cell death has expanded so extensively that no one meet ing can cover all the important subjects related to apoptosis. The Shanghai meeting fo cused on several key areas ranging from well-established ones, such as cell death in the immune system, to emerging ones, such as the role ofECM in regUlating cell fate. Specifi cally, the subjects presented and discussed included programmed cell death during devel opment, the regulation and biochemical mechanisms of lymphocyte apoptosis, the involvement of extracellular matrix and its remodeling in programmed cell death, genes that cause or prevent cell death, and the application of apoptosis toward cancer therapy.

Programmed Cell Death

The Miègeville Portal of the Basilica of Saint-Sernin of Toulouse

David W. Scott

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